Workshop Program 

December 20, 2022 (9:00a.m – 1:00p.m (CET, GMT+1), Online event

Session Chairs: Genoveva Vargas-Solar and Tania Cerquitelli

9:00 – 9:05 Opening

9:05 -- 9:25 Peers and Stars: the role of gender among coinventors by Federico Caviggioli, Alessandra Colombelli, and Chiara Ravetti

9:25 -- 9:45 Obtaining Dyadic Fairness by Optimal Transport by Moyi Yang, Junjie Sheng, Wenyan Liu, Bo Jin, Xiaoling Wang, and Xiangfeng Wang

9:45 -- 10:05 Identifying Imbalance Thresholds in Input Data to Achieve Desired Levels of Algorithmic Fairness by Mariachiara Mecati, Andrea Adrignola, Antonio Vetrò, and Marco Torchiano

10:05 -- 10:25 Better SVM-based Record Linkage by Addressing Hidden Bias Christina Makri, Alexandros Karakasidis, and Evaggelia Pitoura

10:25 -- 10:45 Psychological Attention-based Analytics of Multivariate Campus Behaviors of University Students by Wanghu Chen, Jilong Yao, Yang Liu, Jing Li, Yan Sun, and Chunyu Pang

10:45 -- 11:05 Physical and mental health of university staff during the Covid-19 pandemic by Alessandra Colombelli, Greta Temporin, Francesco Serraino, and Tania Cerquitelli

11:05 – 11:15 Coffee Break

11:15 – 11:35 Trade less Accuracy for Fairness and Trade-off Explanation for GNN by Yazheng Liu, Xi Zhang, and Sihong Xie

11:35 – 11:55 Nondiscriminating Dropout Prediction beyond Algorithmic Fairness: Ensuring Coverage in Preprocessing Pipelines by Chiara Accinelli, Barbara Catania, and Giovanna Guerrini

11:55 – 12:10 Combining Dynamic Mode Decomposition and Difference-in-Differences in an Analysis of At-Risk Youth by Marc Andrew Choi, Siyu Huang, Hengyuan Qi, Marco Scialanga, Emerson McMullen, Axel Sanchez Moreno, Yifei Lou, Andrea L. Bertozzi, and P. Jeffrey Brantingham

12:10 – 12:30 Systematic Discovery of Bias in Data by John Wamburu, Girmaw Abebe Tadesse, Celia Cintas, Adebayo Oshingbesan, Tanya Akumu, and Skyler Speakman

12:10 – 12:50 Promoting equity, diversity and inclusion: policies, strategies and future directions in higher education, research communities and business by Genoveva Vargas-Solar, Tania Cerquitelli, Arianna Montorsi, Stefania Salvai, Maria Teresa Sangineti, Jérôme Darmont, and Cécile Favre

12:50 Closing Remarks